Overview

Brought to you by YData

Dataset statistics

Number of variables	22
Number of observations	1000000
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	538.1 MiB
Average record size in memory	564.2 B

Variable types

Categorical	6
Numeric	15
Boolean	1

Reproduction

Analysis started	2025-08-11 13:42:37.084501
Analysis finished	2025-08-11 13:47:22.136559
Duration	4 minutes and 45.05 seconds
Software version	ydata-profiling vv4.16.1
Download configuration	config.json

Country
Categorical

Distinct	20
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	60.9 MiB

Russia	50532
South Africa	50408
South Korea	50181
Germany	50176
UK	50125
Other values (15)	748578

Length

Max length	12
Median length	9
Mean length	6.852176
Min length	2

Characters and Unicode

Total characters	6852176
Distinct characters	37
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Italy
2nd row	France
3rd row	Turkey
4th row	Indonesia
5th row	Italy

Common Values

Value	Count	Frequency (%)
Russia	50532	5.1%
South Africa	50408	5.0%
South Korea	50181	5.0%
Germany	50176	5.0%
UK	50125	5.0%
Canada	50114	5.0%
Mexico	50080	5.0%
China	50066	5.0%
Nigeria	50046	5.0%
Saudi Arabia	49958	5.0%
Other values (10)	498314	49.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
south	100589	8.7%
russia	50532	4.4%
africa	50408	4.4%
korea	50181	4.4%
germany	50176	4.4%
uk	50125	4.4%
canada	50114	4.4%
mexico	50080	4.4%
china	50066	4.4%
nigeria	50046	4.3%
Other values (12)	598230	52.0%

Most occurring characters

Value	Count	Frequency (%)
a	1099842	16.1%
i	650048	9.5%
r	500051	7.3%
n	498931	7.3%
e	399881	5.8%
u	300933	4.4%
o	250606	3.7%
t	250179	3.7%
A	250030	3.6%
s	200773	2.9%
Other values (27)	2450902	35.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	6852176	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	1099842	16.1%
i	650048	9.5%
r	500051	7.3%
n	498931	7.3%
e	399881	5.8%
u	300933	4.4%
o	250606	3.7%
t	250179	3.7%
A	250030	3.6%
s	200773	2.9%
Other values (27)	2450902	35.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	6852176	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	1099842	16.1%
i	650048	9.5%
r	500051	7.3%
n	498931	7.3%
e	399881	5.8%
u	300933	4.4%
o	250606	3.7%
t	250179	3.7%
A	250030	3.6%
s	200773	2.9%
Other values (27)	2450902	35.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	6852176	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	1099842	16.1%
i	650048	9.5%
r	500051	7.3%
n	498931	7.3%
e	399881	5.8%
u	300933	4.4%
o	250606	3.7%
t	250179	3.7%
A	250030	3.6%
s	200773	2.9%
Other values (27)	2450902	35.8%

Year
Real number (ℝ)

Distinct	25
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2011.997

Minimum	2000
Maximum	2024
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.6 MiB

Quantile statistics

Minimum	2000
5-th percentile	2001
Q1	2006
median	2012
Q3	2018
95-th percentile	2023
Maximum	2024
Range	24
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	7.2172866
Coefficient of variation (CV)	0.0035871259
Kurtosis	-1.2064316
Mean	2011.997
Median Absolute Deviation (MAD)	6
Skewness	0.00067460415
Sum	2.011997 × 10⁹
Variance	52.089226
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
2007	40375	4.0%
2023	40274	4.0%
2000	40268	4.0%
2018	40228	4.0%
2003	40141	4.0%
2020	40130	4.0%
2016	40086	4.0%
2009	40079	4.0%
2002	40063	4.0%
2005	40039	4.0%
Other values (15)	598317	59.8%

Value	Count	Frequency (%)
2000	40268	4.0%
2001	39896	4.0%
2002	40063	4.0%
2003	40141	4.0%
2004	40031	4.0%
2005	40039	4.0%
2006	40007	4.0%
2007	40375	4.0%
2008	39903	4.0%
2009	40079	4.0%

Value	Count	Frequency (%)
2024	40003	4.0%
2023	40274	4.0%
2022	39876	4.0%
2021	40013	4.0%
2020	40130	4.0%
2019	39985	4.0%
2018	40228	4.0%
2017	39836	4.0%
2016	40086	4.0%
2015	39974	4.0%

Disease Name
Categorical

Distinct	20
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	62.5 MiB

COVID-19	50404
Zika	50313
Dengue	50289
Cancer	50285
HIV/AIDS	50274
Other values (15)	748435

Length

Max length	19
Median length	9
Mean length	8.490207
Min length	4

Characters and Unicode

Total characters	8490207
Distinct characters	41
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Malaria
2nd row	Ebola
3rd row	COVID-19
4th row	Parkinson's Disease
5th row	Tuberculosis

Common Values

Value	Count	Frequency (%)
COVID-19	50404	5.0%
Zika	50313	5.0%
Dengue	50289	5.0%
Cancer	50285	5.0%
HIV/AIDS	50274	5.0%
Cholera	50249	5.0%
Asthma	50122	5.0%
Leprosy	50064	5.0%
Diabetes	50020	5.0%
Rabies	49975	5.0%
Other values (10)	498005	49.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
disease	99531	9.1%
covid-19	50404	4.6%
zika	50313	4.6%
dengue	50289	4.6%
cancer	50285	4.6%
hiv/aids	50274	4.6%
cholera	50249	4.6%
asthma	50122	4.6%
leprosy	50064	4.6%
diabetes	50020	4.5%
Other values (11)	547980	49.8%

Most occurring characters

Value	Count	Frequency (%)
e	1047904	12.3%
s	847039	10.0%
a	799364	9.4%
i	648467	7.6%
r	399330	4.7%
l	399185	4.7%
o	398878	4.7%
n	398610	4.7%
D	300518	3.5%
t	249473	2.9%
Other values (31)	3001439	35.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	8490207	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	1047904	12.3%
s	847039	10.0%
a	799364	9.4%
i	648467	7.6%
r	399330	4.7%
l	399185	4.7%
o	398878	4.7%
n	398610	4.7%
D	300518	3.5%
t	249473	2.9%
Other values (31)	3001439	35.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	8490207	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	1047904	12.3%
s	847039	10.0%
a	799364	9.4%
i	648467	7.6%
r	399330	4.7%
l	399185	4.7%
o	398878	4.7%
n	398610	4.7%
D	300518	3.5%
t	249473	2.9%
Other values (31)	3001439	35.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	8490207	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	1047904	12.3%
s	847039	10.0%
a	799364	9.4%
i	648467	7.6%
r	399330	4.7%
l	399185	4.7%
o	398878	4.7%
n	398610	4.7%
D	300518	3.5%
t	249473	2.9%
Other values (31)	3001439	35.4%

Disease Category
Categorical

Distinct	11
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	63.3 MiB

Metabolic	91332
Parasitic	91178
Genetic	91153
Autoimmune	91153
Neurological	91000
Other values (6)	544184

Length

Max length	14
Median length	11
Mean length	9.364097
Min length	5

Characters and Unicode

Total characters	9364097
Distinct characters	30
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Respiratory
2nd row	Parasitic
3rd row	Genetic
4th row	Autoimmune
5th row	Genetic

Common Values

Value	Count	Frequency (%)
Metabolic	91332	9.1%
Parasitic	91178	9.1%
Genetic	91153	9.1%
Autoimmune	91153	9.1%
Neurological	91000	9.1%
Cardiovascular	90968	9.1%
Viral	90910	9.1%
Infectious	90764	9.1%
Respiratory	90588	9.1%
Bacterial	90509	9.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
metabolic	91332	9.1%
parasitic	91178	9.1%
genetic	91153	9.1%
autoimmune	91153	9.1%
neurological	91000	9.1%
cardiovascular	90968	9.1%
viral	90910	9.1%
infectious	90764	9.1%
respiratory	90588	9.1%
bacterial	90509	9.1%

Most occurring characters

Value	Count	Frequency (%)
i	1091178	11.7%
a	1000108	10.7%
r	817154	8.7%
e	727652	7.8%
c	727349	7.8%
o	727250	7.8%
t	636677	6.8%
l	545719	5.8%
u	455038	4.9%
n	363515	3.9%
Other values (20)	2272457	24.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	9364097	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
i	1091178	11.7%
a	1000108	10.7%
r	817154	8.7%
e	727652	7.8%
c	727349	7.8%
o	727250	7.8%
t	636677	6.8%
l	545719	5.8%
u	455038	4.9%
n	363515	3.9%
Other values (20)	2272457	24.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	9364097	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
i	1091178	11.7%
a	1000108	10.7%
r	817154	8.7%
e	727652	7.8%
c	727349	7.8%
o	727250	7.8%
t	636677	6.8%
l	545719	5.8%
u	455038	4.9%
n	363515	3.9%
Other values (20)	2272457	24.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	9364097	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
i	1091178	11.7%
a	1000108	10.7%
r	817154	8.7%
e	727652	7.8%
c	727349	7.8%
o	727250	7.8%
t	636677	6.8%
l	545719	5.8%
u	455038	4.9%
n	363515	3.9%
Other values (20)	2272457	24.3%

Prevalence Rate (%)
Real number (ℝ)

Distinct	1991
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10.047992

Minimum	0.1
Maximum	20
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.6 MiB

Quantile statistics

Minimum	0.1
5-th percentile	1.1
Q1	5.09
median	10.04
Q3	15.01
95-th percentile	19
Maximum	20
Range	19.9
Interquartile range (IQR)	9.92

Descriptive statistics

Standard deviation	5.7401893
Coefficient of variation (CV)	0.57127727
Kurtosis	-1.1988576
Mean	10.047992
Median Absolute Deviation (MAD)	4.96
Skewness	0.00093135334
Sum	10047992
Variance	32.949774
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
15.87	600	0.1%
0.9	575	0.1%
17.37	573	0.1%
14.87	572	0.1%
7.1	569	0.1%
19.29	567	0.1%
1.47	567	0.1%
7.28	566	0.1%
8.79	566	0.1%
7.48	566	0.1%
Other values (1981)	994279	99.4%

Value	Count	Frequency (%)
0.1	246	< 0.1%
0.11	539	0.1%
0.12	494	< 0.1%
0.13	511	0.1%
0.14	517	0.1%
0.15	504	0.1%
0.16	499	< 0.1%
0.17	489	< 0.1%
0.18	501	0.1%
0.19	528	0.1%

Value	Count	Frequency (%)
20	255	< 0.1%
19.99	497	< 0.1%
19.98	513	0.1%
19.97	536	0.1%
19.96	468	< 0.1%
19.95	471	< 0.1%
19.94	495	< 0.1%
19.93	535	0.1%
19.92	509	0.1%
19.91	530	0.1%

Incidence Rate (%)
Real number (ℝ)

Distinct	1491
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.5550054

Minimum	0.1
Maximum	15
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.6 MiB

Quantile statistics

Minimum	0.1
5-th percentile	0.85
Q1	3.84
median	7.55
Q3	11.28
95-th percentile	14.25
Maximum	15
Range	14.9
Interquartile range (IQR)	7.44

Descriptive statistics

Standard deviation	4.2989467
Coefficient of variation (CV)	0.56901968
Kurtosis	-1.1989126
Mean	7.5550054
Median Absolute Deviation (MAD)	3.72
Skewness	-0.0001853991
Sum	7555005.4
Variance	18.480943
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5.28	765	0.1%
10.72	751	0.1%
5.11	743	0.1%
1.53	743	0.1%
8.59	739	0.1%
5.08	738	0.1%
7.27	737	0.1%
10.48	737	0.1%
7.66	736	0.1%
4.47	736	0.1%
Other values (1481)	992575	99.3%

Value	Count	Frequency (%)
0.1	331	< 0.1%
0.11	727	0.1%
0.12	630	0.1%
0.13	676	0.1%
0.14	679	0.1%
0.15	636	0.1%
0.16	706	0.1%
0.17	632	0.1%
0.18	636	0.1%
0.19	652	0.1%

Value	Count	Frequency (%)
15	333	< 0.1%
14.99	682	0.1%
14.98	672	0.1%
14.97	694	0.1%
14.96	720	0.1%
14.95	637	0.1%
14.94	640	0.1%
14.93	681	0.1%
14.92	639	0.1%
14.91	647	0.1%

Mortality Rate (%)
Real number (ℝ)

Distinct	991
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.0499189

Minimum	0.1
Maximum	10
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.6 MiB

Quantile statistics

Minimum	0.1
5-th percentile	0.59
Q1	2.58
median	5.05
Q3	7.53
95-th percentile	9.51
Maximum	10
Range	9.9
Interquartile range (IQR)	4.95

Descriptive statistics

Standard deviation	2.8594265
Coefficient of variation (CV)	0.56623217
Kurtosis	-1.2009075
Mean	5.0499189
Median Absolute Deviation (MAD)	2.48
Skewness	0.00087853054
Sum	5049918.9
Variance	8.1763201
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6.54	1121	0.1%
3.6	1101	0.1%
9.47	1095	0.1%
0.6	1091	0.1%
0.35	1090	0.1%
2.58	1087	0.1%
3.13	1086	0.1%
5.38	1082	0.1%
1.17	1080	0.1%
1.49	1078	0.1%
Other values (981)	989089	98.9%

Value	Count	Frequency (%)
0.1	491	< 0.1%
0.11	1014	0.1%
0.12	1075	0.1%
0.13	1006	0.1%
0.14	992	0.1%
0.15	1025	0.1%
0.16	1008	0.1%
0.17	1030	0.1%
0.18	981	0.1%
0.19	1020	0.1%

Value	Count	Frequency (%)
10	527	0.1%
9.99	1049	0.1%
9.98	982	0.1%
9.97	990	0.1%
9.96	1034	0.1%
9.95	1005	0.1%
9.94	1023	0.1%
9.93	1045	0.1%
9.92	995	0.1%
9.91	997	0.1%

Age Group
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	58.4 MiB

19-35	251201
61+	249989
0-18	249605
36-60	249205

Length

Max length	5
Median length	5
Mean length	4.250417
Min length	3

Characters and Unicode

Total characters	4250417
Distinct characters	9
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0-18
2nd row	61+
3rd row	36-60
4th row	0-18
5th row	61+

Common Values

Value	Count	Frequency (%)
19-35	251201	25.1%
61+	249989	25.0%
0-18	249605	25.0%
36-60	249205	24.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
19-35	251201	25.1%
61	249989	25.0%
0-18	249605	25.0%
36-60	249205	24.9%

Most occurring characters

Value	Count	Frequency (%)
1	750795	17.7%
-	750011	17.6%
6	748399	17.6%
3	500406	11.8%
0	498810	11.7%
9	251201	5.9%
5	251201	5.9%
+	249989	5.9%
8	249605	5.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4250417	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	750795	17.7%
-	750011	17.6%
6	748399	17.6%
3	500406	11.8%
0	498810	11.7%
9	251201	5.9%
5	251201	5.9%
+	249989	5.9%
8	249605	5.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4250417	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	750795	17.7%
-	750011	17.6%
6	748399	17.6%
3	500406	11.8%
0	498810	11.7%
9	251201	5.9%
5	251201	5.9%
+	249989	5.9%
8	249605	5.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4250417	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	750795	17.7%
-	750011	17.6%
6	748399	17.6%
3	500406	11.8%
0	498810	11.7%
9	251201	5.9%
5	251201	5.9%
+	249989	5.9%
8	249605	5.9%

Gender
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	59.1 MiB

Male	333676
Female	333223
Other	333101

Length

Max length	6
Median length	5
Mean length	4.999547
Min length	4

Characters and Unicode

Total characters	4999547
Distinct characters	10
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Male
2nd row	Male
3rd row	Male
4th row	Other
5th row	Male

Common Values

Value	Count	Frequency (%)
Male	333676	33.4%
Female	333223	33.3%
Other	333101	33.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
male	333676	33.4%
female	333223	33.3%
other	333101	33.3%

Most occurring characters

Value	Count	Frequency (%)
e	1333223	26.7%
a	666899	13.3%
l	666899	13.3%
M	333676	6.7%
F	333223	6.7%
m	333223	6.7%
O	333101	6.7%
t	333101	6.7%
h	333101	6.7%
r	333101	6.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4999547	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	1333223	26.7%
a	666899	13.3%
l	666899	13.3%
M	333676	6.7%
F	333223	6.7%
m	333223	6.7%
O	333101	6.7%
t	333101	6.7%
h	333101	6.7%
r	333101	6.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4999547	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	1333223	26.7%
a	666899	13.3%
l	666899	13.3%
M	333676	6.7%
F	333223	6.7%
m	333223	6.7%
O	333101	6.7%
t	333101	6.7%
h	333101	6.7%
r	333101	6.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4999547	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	1333223	26.7%
a	666899	13.3%
l	666899	13.3%
M	333676	6.7%
F	333223	6.7%
m	333223	6.7%
O	333101	6.7%
t	333101	6.7%
h	333101	6.7%
r	333101	6.7%

Population Affected
Real number (ℝ)

Distinct	632061
Distinct (%)	63.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	500735.43

Minimum	1000
Maximum	1000000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.6 MiB

Quantile statistics

Minimum	1000
5-th percentile	50742
Q1	250491.25
median	501041
Q3	750782
95-th percentile	950293
Maximum	1000000
Range	999000
Interquartile range (IQR)	500290.75

Descriptive statistics

Standard deviation	288660.12
Coefficient of variation (CV)	0.57647233
Kurtosis	-1.2021473
Mean	500735.43
Median Absolute Deviation (MAD)	250140
Skewness	-0.0026304185
Sum	5.0073543 × 10¹¹
Variance	8.3324663 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
600728	8	< 0.1%
325528	8	< 0.1%
868684	8	< 0.1%
428181	8	< 0.1%
200896	8	< 0.1%
261706	8	< 0.1%
992956	8	< 0.1%
13550	8	< 0.1%
126043	8	< 0.1%
719294	8	< 0.1%
Other values (632051)	999920	> 99.9%

Value	Count	Frequency (%)
1000	1	< 0.1%
1001	3	< 0.1%
1002	1	< 0.1%
1003	3	< 0.1%
1004	2	< 0.1%
1006	2	< 0.1%
1007	2	< 0.1%
1008	2	< 0.1%
1010	2	< 0.1%
1011	1	< 0.1%

Value	Count	Frequency (%)
1000000	1	< 0.1%
999999	2	< 0.1%
999998	3	< 0.1%
999995	2	< 0.1%
999994	1	< 0.1%
999993	2	< 0.1%
999991	2	< 0.1%
999990	1	< 0.1%
999989	1	< 0.1%
999988	1	< 0.1%

Healthcare Access (%)
Real number (ℝ)

Distinct	5001
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	74.987835

Minimum	50
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.6 MiB

Quantile statistics

Minimum	50
5-th percentile	52.48
Q1	62.47
median	75
Q3	87.49
95-th percentile	97.49
Maximum	100
Range	50
Interquartile range (IQR)	25.02

Descriptive statistics

Standard deviation	14.436345
Coefficient of variation (CV)	0.19251583
Kurtosis	-1.2008018
Mean	74.987835
Median Absolute Deviation (MAD)	12.51
Skewness	-0.00035951017
Sum	74987835
Variance	208.40806
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
59.01	267	< 0.1%
61.7	256	< 0.1%
73.84	256	< 0.1%
66.44	255	< 0.1%
70.8	250	< 0.1%
79.88	248	< 0.1%
80.24	247	< 0.1%
97.75	246	< 0.1%
57.61	246	< 0.1%
64.82	245	< 0.1%
Other values (4991)	997484	99.7%

Value	Count	Frequency (%)
50	127	< 0.1%
50.01	223	< 0.1%
50.02	204	< 0.1%
50.03	210	< 0.1%
50.04	181	< 0.1%
50.05	208	< 0.1%
50.06	214	< 0.1%
50.07	216	< 0.1%
50.08	203	< 0.1%
50.09	202	< 0.1%

Value	Count	Frequency (%)
100	112	< 0.1%
99.99	221	< 0.1%
99.98	181	< 0.1%
99.97	184	< 0.1%
99.96	192	< 0.1%
99.95	229	< 0.1%
99.94	210	< 0.1%
99.93	197	< 0.1%
99.92	203	< 0.1%
99.91	189	< 0.1%

Doctors per 1000
Real number (ℝ)

Distinct	451
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.7479292

Minimum	0.5
Maximum	5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.6 MiB

Quantile statistics

Minimum	0.5
5-th percentile	0.72
Q1	1.62
median	2.75
Q3	3.87
95-th percentile	4.77
Maximum	5
Range	4.5
Interquartile range (IQR)	2.25

Descriptive statistics

Standard deviation	1.2990666
Coefficient of variation (CV)	0.47274383
Kurtosis	-1.1992453
Mean	2.7479292
Median Absolute Deviation (MAD)	1.12
Skewness	0.0022224586
Sum	2747929.2
Variance	1.687574
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.47	2358	0.2%
0.88	2352	0.2%
0.85	2352	0.2%
2.69	2338	0.2%
2.37	2335	0.2%
1.87	2333	0.2%
4.2	2330	0.2%
2.61	2328	0.2%
3.98	2316	0.2%
1.78	2316	0.2%
Other values (441)	976642	97.7%

Value	Count	Frequency (%)
0.5	1132	0.1%
0.51	2190	0.2%
0.52	2245	0.2%
0.53	2202	0.2%
0.54	2265	0.2%
0.55	2230	0.2%
0.56	2261	0.2%
0.57	2306	0.2%
0.58	2241	0.2%
0.59	2203	0.2%

Value	Count	Frequency (%)
5	1053	0.1%
4.99	2192	0.2%
4.98	2223	0.2%
4.97	2186	0.2%
4.96	2256	0.2%
4.95	2213	0.2%
4.94	2187	0.2%
4.93	2301	0.2%
4.92	2282	0.2%
4.91	2256	0.2%

Hospital Beds per 1000
Real number (ℝ)

Distinct	951
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.2459309

Minimum	0.5
Maximum	10
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.6 MiB

Quantile statistics

Minimum	0.5
5-th percentile	0.97
Q1	2.87
median	5.24
Q3	7.62
95-th percentile	9.52
Maximum	10
Range	9.5
Interquartile range (IQR)	4.75

Descriptive statistics

Standard deviation	2.7428651
Coefficient of variation (CV)	0.52285575
Kurtosis	-1.1995238
Mean	5.2459309
Median Absolute Deviation (MAD)	2.37
Skewness	0.0013926455
Sum	5245930.9
Variance	7.5233092
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7.22	1151	0.1%
2.9	1146	0.1%
0.8	1139	0.1%
1.62	1139	0.1%
0.82	1134	0.1%
3.82	1132	0.1%
3.26	1132	0.1%
0.65	1127	0.1%
8.67	1127	0.1%
6.39	1126	0.1%
Other values (941)	988647	98.9%

Value	Count	Frequency (%)
0.5	556	0.1%
0.51	1035	0.1%
0.52	1047	0.1%
0.53	1091	0.1%
0.54	1097	0.1%
0.55	1053	0.1%
0.56	1069	0.1%
0.57	1053	0.1%
0.58	966	0.1%
0.59	1075	0.1%

Value	Count	Frequency (%)
10	505	0.1%
9.99	1112	0.1%
9.98	1122	0.1%
9.97	1087	0.1%
9.96	1054	0.1%
9.95	1042	0.1%
9.94	1056	0.1%
9.93	1062	0.1%
9.92	1073	0.1%
9.91	1000	0.1%

Treatment Type
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	62.7 MiB

Surgery	250528
Therapy	250263
Vaccination	249753
Medication	249456

Length

Max length	11
Median length	7
Mean length	8.74738
Min length	7

Characters and Unicode

Total characters	8747380
Distinct characters	18
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Medication
2nd row	Surgery
3rd row	Vaccination
4th row	Surgery
5th row	Medication

Common Values

Value	Count	Frequency (%)
Surgery	250528	25.1%
Therapy	250263	25.0%
Vaccination	249753	25.0%
Medication	249456	24.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
surgery	250528	25.1%
therapy	250263	25.0%
vaccination	249753	25.0%
medication	249456	24.9%

Most occurring characters

Value	Count	Frequency (%)
a	999225	11.4%
i	998418	11.4%
r	751319	8.6%
e	750247	8.6%
n	748962	8.6%
c	748962	8.6%
y	500791	5.7%
o	499209	5.7%
t	499209	5.7%
S	250528	2.9%
Other values (8)	2000510	22.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	8747380	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	999225	11.4%
i	998418	11.4%
r	751319	8.6%
e	750247	8.6%
n	748962	8.6%
c	748962	8.6%
y	500791	5.7%
o	499209	5.7%
t	499209	5.7%
S	250528	2.9%
Other values (8)	2000510	22.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	8747380	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	999225	11.4%
i	998418	11.4%
r	751319	8.6%
e	750247	8.6%
n	748962	8.6%
c	748962	8.6%
y	500791	5.7%
o	499209	5.7%
t	499209	5.7%
S	250528	2.9%
Other values (8)	2000510	22.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	8747380	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	999225	11.4%
i	998418	11.4%
r	751319	8.6%
e	750247	8.6%
n	748962	8.6%
c	748962	8.6%
y	500791	5.7%
o	499209	5.7%
t	499209	5.7%
S	250528	2.9%
Other values (8)	2000510	22.9%

Average Treatment Cost (USD)
Real number (ℝ)

Distinct	49901
Distinct (%)	5.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	25010.314

Minimum	100
Maximum	50000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.6 MiB

Quantile statistics

Minimum	100
5-th percentile	2593
Q1	12538
median	24980
Q3	37493
95-th percentile	47477
Maximum	50000
Range	49900
Interquartile range (IQR)	24955

Descriptive statistics

Standard deviation	14402.279
Coefficient of variation (CV)	0.5758536
Kurtosis	-1.2002315
Mean	25010.314
Median Absolute Deviation (MAD)	12477
Skewness	0.0029354329
Sum	2.5010314 × 10¹⁰
Variance	2.0742565 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11248	41	< 0.1%
30847	41	< 0.1%
42094	41	< 0.1%
13091	41	< 0.1%
3365	39	< 0.1%
3650	39	< 0.1%
22522	39	< 0.1%
20889	39	< 0.1%
8023	39	< 0.1%
5880	38	< 0.1%
Other values (49891)	999603	> 99.9%

Value	Count	Frequency (%)
100	24	< 0.1%
101	23	< 0.1%
102	12	< 0.1%
103	18	< 0.1%
104	19	< 0.1%
105	21	< 0.1%
106	27	< 0.1%
107	18	< 0.1%
108	19	< 0.1%
109	18	< 0.1%

Value	Count	Frequency (%)
50000	17	< 0.1%
49999	23	< 0.1%
49998	15	< 0.1%
49997	22	< 0.1%
49996	22	< 0.1%
49995	14	< 0.1%
49994	33	< 0.1%
49993	19	< 0.1%
49992	19	< 0.1%
49991	23	< 0.1%

Availability of Vaccines/Treatment
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	976.7 KiB

True	500354
False	499646

Value	Count	Frequency (%)
True	500354	50.0%
False	499646	50.0%

Recovery Rate (%)
Real number (ℝ)

Distinct	4901
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	74.496934

Minimum	50
Maximum	99
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.6 MiB

Quantile statistics

Minimum	50
5-th percentile	52.45
Q1	62.22
median	74.47
Q3	86.78
95-th percentile	96.56
Maximum	99
Range	49
Interquartile range (IQR)	24.56

Descriptive statistics

Standard deviation	14.155168
Coefficient of variation (CV)	0.19001008
Kurtosis	-1.202015
Mean	74.496934
Median Absolute Deviation (MAD)	12.28
Skewness	0.00063908002
Sum	74496934
Variance	200.36879
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
60.78	253	< 0.1%
64.69	251	< 0.1%
64.91	249	< 0.1%
84.72	249	< 0.1%
63.55	247	< 0.1%
86.21	246	< 0.1%
52.87	246	< 0.1%
65.92	246	< 0.1%
59.18	246	< 0.1%
94.08	245	< 0.1%
Other values (4891)	997522	99.8%

Value	Count	Frequency (%)
50	106	< 0.1%
50.01	193	< 0.1%
50.02	210	< 0.1%
50.03	208	< 0.1%
50.04	204	< 0.1%
50.05	217	< 0.1%
50.06	231	< 0.1%
50.07	213	< 0.1%
50.08	196	< 0.1%
50.09	211	< 0.1%

Value	Count	Frequency (%)
99	94	< 0.1%
98.99	199	< 0.1%
98.98	202	< 0.1%
98.97	197	< 0.1%
98.96	196	< 0.1%
98.95	187	< 0.1%
98.94	206	< 0.1%
98.93	202	< 0.1%
98.92	182	< 0.1%
98.91	244	< 0.1%

DALYs
Real number (ℝ)

Distinct	5000
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2499.1448

Minimum	1
Maximum	5000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.6 MiB

Quantile statistics

Minimum	1
5-th percentile	250
Q1	1245
median	2499
Q3	3750
95-th percentile	4751
Maximum	5000
Range	4999
Interquartile range (IQR)	2505

Descriptive statistics

Standard deviation	1443.9238
Coefficient of variation (CV)	0.57776716
Kurtosis	-1.2012648
Mean	2499.1448
Median Absolute Deviation (MAD)	1252
Skewness	0.0013297303
Sum	2.4991448 × 10⁹
Variance	2084915.9
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4815	254	< 0.1%
1223	243	< 0.1%
1100	242	< 0.1%
4406	242	< 0.1%
1209	242	< 0.1%
1771	242	< 0.1%
2177	241	< 0.1%
1491	241	< 0.1%
2189	241	< 0.1%
785	241	< 0.1%
Other values (4990)	997571	99.8%

Value	Count	Frequency (%)
1	203	< 0.1%
2	206	< 0.1%
3	215	< 0.1%
4	192	< 0.1%
5	197	< 0.1%
6	199	< 0.1%
7	213	< 0.1%
8	184	< 0.1%
9	203	< 0.1%
10	223	< 0.1%

Value	Count	Frequency (%)
5000	184	< 0.1%
4999	186	< 0.1%
4998	182	< 0.1%
4997	180	< 0.1%
4996	205	< 0.1%
4995	221	< 0.1%
4994	202	< 0.1%
4993	182	< 0.1%
4992	191	< 0.1%
4991	175	< 0.1%

Improvement in 5 Years (%)
Real number (ℝ)

Distinct	1001
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.0025927

Minimum	0
Maximum	10
Zeros	514
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	7.6 MiB

Quantile statistics

Minimum	0
5-th percentile	0.5
Q1	2.5
median	5
Q3	7.51
95-th percentile	9.5
Maximum	10
Range	10
Interquartile range (IQR)	5.01

Descriptive statistics

Standard deviation	2.8882983
Coefficient of variation (CV)	0.57736029
Kurtosis	-1.2018939
Mean	5.0025927
Median Absolute Deviation (MAD)	2.5
Skewness	-0.00064547722
Sum	5002592.7
Variance	8.3422673
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6.75	1114	0.1%
6.42	1090	0.1%
6.53	1088	0.1%
1.36	1083	0.1%
8.1	1080	0.1%
8.91	1080	0.1%
8.46	1079	0.1%
8.16	1078	0.1%
5.32	1076	0.1%
1.18	1075	0.1%
Other values (991)	989157	98.9%

Value	Count	Frequency (%)
0	514	0.1%
0.01	1009	0.1%
0.02	990	0.1%
0.03	1010	0.1%
0.04	988	0.1%
0.05	992	0.1%
0.06	1029	0.1%
0.07	991	0.1%
0.08	985	0.1%
0.09	1010	0.1%

Value	Count	Frequency (%)
10	507	0.1%
9.99	1034	0.1%
9.98	947	0.1%
9.97	943	0.1%
9.96	1002	0.1%
9.95	959	0.1%
9.94	976	0.1%
9.93	1003	0.1%
9.92	986	0.1%
9.91	1009	0.1%

Per Capita Income (USD)
Real number (ℝ)

Distinct	99498
Distinct (%)	9.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	50311.1

Minimum	500
Maximum	100000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.6 MiB

Quantile statistics

Minimum	500
5-th percentile	5485
Q1	25457
median	50372
Q3	75195
95-th percentile	95058.05
Maximum	100000
Range	99500
Interquartile range (IQR)	49738

Descriptive statistics

Standard deviation	28726.959
Coefficient of variation (CV)	0.57098651
Kurtosis	-1.1994281
Mean	50311.1
Median Absolute Deviation (MAD)	24867
Skewness	-0.0029480415
Sum	5.03111 × 10¹⁰
Variance	8.2523819 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
50248	26	< 0.1%
71449	26	< 0.1%
99172	26	< 0.1%
68896	25	< 0.1%
6659	25	< 0.1%
9123	25	< 0.1%
99504	25	< 0.1%
47901	25	< 0.1%
73463	24	< 0.1%
33285	24	< 0.1%
Other values (99488)	999749	> 99.9%

Value	Count	Frequency (%)
500	10	< 0.1%
501	11	< 0.1%
502	15	< 0.1%
503	11	< 0.1%
504	13	< 0.1%
505	12	< 0.1%
506	12	< 0.1%
507	17	< 0.1%
508	9	< 0.1%
509	15	< 0.1%

Value	Count	Frequency (%)
100000	12	< 0.1%
99999	16	< 0.1%
99998	13	< 0.1%
99997	6	< 0.1%
99996	12	< 0.1%
99995	13	< 0.1%
99994	11	< 0.1%
99993	10	< 0.1%
99992	7	< 0.1%
99991	13	< 0.1%

Education Index
Real number (ℝ)

Distinct	51
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.65006859

Minimum	0.4
Maximum	0.9
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.6 MiB

Quantile statistics

Minimum	0.4
5-th percentile	0.42
Q1	0.53
median	0.65
Q3	0.78
95-th percentile	0.88
Maximum	0.9
Range	0.5
Interquartile range (IQR)	0.25

Descriptive statistics

Standard deviation	0.14447223
Coefficient of variation (CV)	0.22224151
Kurtosis	-1.1988075
Mean	0.65006859
Median Absolute Deviation (MAD)	0.13
Skewness	-0.00047927829
Sum	650068.59
Variance	0.020872224
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.67	20280	2.0%
0.57	20207	2.0%
0.86	20190	2.0%
0.85	20160	2.0%
0.82	20146	2.0%
0.88	20143	2.0%
0.87	20130	2.0%
0.43	20128	2.0%
0.73	20128	2.0%
0.41	20127	2.0%
Other values (41)	798361	79.8%

Value	Count	Frequency (%)
0.4	9916	1.0%
0.41	20127	2.0%
0.42	19981	2.0%
0.43	20128	2.0%
0.44	20101	2.0%
0.45	19958	2.0%
0.46	20038	2.0%
0.47	19878	2.0%
0.48	19988	2.0%
0.49	20034	2.0%

Value	Count	Frequency (%)
0.9	9922	1.0%
0.89	20040	2.0%
0.88	20143	2.0%
0.87	20130	2.0%
0.86	20190	2.0%
0.85	20160	2.0%
0.84	19925	2.0%
0.83	19980	2.0%
0.82	20146	2.0%
0.81	20074	2.0%

Urbanization Rate (%)
Real number (ℝ)

Distinct	7001
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	54.985212

Minimum	20
Maximum	90
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.6 MiB

Quantile statistics

Minimum	20
5-th percentile	23.5
Q1	37.47
median	54.98
Q3	72.51
95-th percentile	86.51
Maximum	90
Range	70
Interquartile range (IQR)	35.04

Descriptive statistics

Standard deviation	20.214042
Coefficient of variation (CV)	0.36762688
Kurtosis	-1.2003533
Mean	54.985212
Median Absolute Deviation (MAD)	17.52
Skewness	0.0016124564
Sum	54985212
Variance	408.6075
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
21.79	188	< 0.1%
89.2	187	< 0.1%
31.09	187	< 0.1%
40.22	186	< 0.1%
75.2	183	< 0.1%
45.8	180	< 0.1%
57.67	180	< 0.1%
71.5	180	< 0.1%
88.23	180	< 0.1%
55.5	179	< 0.1%
Other values (6991)	998170	99.8%

Value	Count	Frequency (%)
20	86	< 0.1%
20.01	143	< 0.1%
20.02	130	< 0.1%
20.03	150	< 0.1%
20.04	175	< 0.1%
20.05	147	< 0.1%
20.06	148	< 0.1%
20.07	138	< 0.1%
20.08	157	< 0.1%
20.09	138	< 0.1%

Value	Count	Frequency (%)
90	61	< 0.1%
89.99	152	< 0.1%
89.98	143	< 0.1%
89.97	146	< 0.1%
89.96	157	< 0.1%
89.95	148	< 0.1%
89.94	152	< 0.1%
89.93	134	< 0.1%
89.92	146	< 0.1%
89.91	125	< 0.1%

Interactions

Correlations

	Age Group	Availability of Vaccines/Treatment	Average Treatment Cost (USD)	Country	DALYs	Disease Category	Disease Name	Doctors per 1000	Education Index	Gender	Healthcare Access (%)	Hospital Beds per 1000	Improvement in 5 Years (%)	Incidence Rate (%)	Mortality Rate (%)	Per Capita Income (USD)	Population Affected	Prevalence Rate (%)	Recovery Rate (%)	Treatment Type	Urbanization Rate (%)	Year
Age Group	1.000	0.000	0.001	0.000	0.000	0.002	0.002	0.000	0.000	0.000	0.000	0.001	0.000	0.000	0.000	0.001	0.000	0.000	0.000	0.000	0.000	0.002
Availability of Vaccines/Treatment	0.000	1.000	0.000	0.000	0.000	0.000	0.000	0.001	0.000	0.000	0.000	0.000	0.000	0.000	0.003	0.000	0.000	0.001	0.000	0.000	0.000	0.004
Average Treatment Cost (USD)	0.001	0.000	1.000	0.003	-0.000	0.000	0.002	0.000	0.000	0.000	0.000	-0.001	0.001	0.000	-0.002	-0.002	0.002	-0.001	0.000	0.000	0.001	0.001
Country	0.000	0.000	0.003	1.000	0.001	0.002	0.000	0.001	0.002	0.000	0.000	0.002	0.000	0.000	0.002	0.000	0.001	0.001	0.001	0.001	0.000	0.001
DALYs	0.000	0.000	-0.000	0.001	1.000	0.001	0.001	0.001	-0.001	0.000	0.000	-0.001	0.000	0.000	-0.001	0.000	-0.002	0.001	0.000	0.000	-0.001	0.001
Disease Category	0.002	0.000	0.000	0.002	0.001	1.000	0.000	0.001	0.000	0.002	0.000	0.000	0.000	0.000	0.001	0.001	0.002	0.000	0.000	0.000	0.000	0.002
Disease Name	0.002	0.000	0.002	0.000	0.001	0.000	1.000	0.000	0.000	0.003	0.001	0.000	0.000	0.001	0.000	0.000	0.001	0.001	0.000	0.001	0.000	0.000
Doctors per 1000	0.000	0.001	0.000	0.001	0.001	0.001	0.000	1.000	0.001	0.000	0.001	0.002	-0.000	-0.000	0.001	0.001	0.001	0.000	-0.001	0.001	-0.000	-0.000
Education Index	0.000	0.000	0.000	0.002	-0.001	0.000	0.000	0.001	1.000	0.000	0.001	-0.002	-0.001	-0.000	-0.000	-0.001	0.001	-0.000	-0.002	0.002	-0.000	-0.001
Gender	0.000	0.000	0.000	0.000	0.000	0.002	0.003	0.000	0.000	1.000	0.000	0.001	0.001	0.000	0.000	0.000	0.000	0.001	0.001	0.000	0.000	0.001
Healthcare Access (%)	0.000	0.000	0.000	0.000	0.000	0.000	0.001	0.001	0.001	0.000	1.000	-0.000	-0.001	0.001	0.000	-0.001	0.000	-0.000	0.002	0.001	0.000	-0.001
Hospital Beds per 1000	0.001	0.000	-0.001	0.002	-0.001	0.000	0.000	0.002	-0.002	0.001	-0.000	1.000	0.000	-0.000	0.001	0.001	0.000	0.000	-0.001	0.001	-0.001	-0.001
Improvement in 5 Years (%)	0.000	0.000	0.001	0.000	0.000	0.000	0.000	-0.000	-0.001	0.001	-0.001	0.000	1.000	-0.001	0.000	0.001	-0.001	0.000	0.001	0.001	0.001	-0.001
Incidence Rate (%)	0.000	0.000	0.000	0.000	0.000	0.000	0.001	-0.000	-0.000	0.000	0.001	-0.000	-0.001	1.000	0.000	0.001	0.002	0.000	0.000	0.000	0.000	-0.001
Mortality Rate (%)	0.000	0.003	-0.002	0.002	-0.001	0.001	0.000	0.001	-0.000	0.000	0.000	0.001	0.000	0.000	1.000	-0.002	-0.002	0.001	0.001	0.000	0.000	0.000
Per Capita Income (USD)	0.001	0.000	-0.002	0.000	0.000	0.001	0.000	0.001	-0.001	0.000	-0.001	0.001	0.001	0.001	-0.002	1.000	-0.000	0.001	0.000	0.000	0.000	0.000
Population Affected	0.000	0.000	0.002	0.001	-0.002	0.002	0.001	0.001	0.001	0.000	0.000	0.000	-0.001	0.002	-0.002	-0.000	1.000	0.001	0.000	0.001	-0.000	0.001
Prevalence Rate (%)	0.000	0.001	-0.001	0.001	0.001	0.000	0.001	0.000	-0.000	0.001	-0.000	0.000	0.000	0.000	0.001	0.001	0.001	1.000	-0.000	0.000	0.002	-0.001
Recovery Rate (%)	0.000	0.000	0.000	0.001	0.000	0.000	0.000	-0.001	-0.002	0.001	0.002	-0.001	0.001	0.000	0.001	0.000	0.000	-0.000	1.000	0.000	0.001	-0.000
Treatment Type	0.000	0.000	0.000	0.001	0.000	0.000	0.001	0.001	0.002	0.000	0.001	0.001	0.001	0.000	0.000	0.000	0.001	0.000	0.000	1.000	0.000	0.002
Urbanization Rate (%)	0.000	0.000	0.001	0.000	-0.001	0.000	0.000	-0.000	-0.000	0.000	0.000	-0.001	0.001	0.000	0.000	0.000	-0.000	0.002	0.001	0.000	1.000	0.000
Year	0.002	0.004	0.001	0.001	0.001	0.002	0.000	-0.000	-0.001	0.001	-0.001	-0.001	-0.001	-0.001	0.000	0.000	0.001	-0.001	-0.000	0.002	0.000	1.000

Missing values

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

	Country	Year	Disease Name	Disease Category	Prevalence Rate (%)	Incidence Rate (%)	Mortality Rate (%)	Age Group	Gender	Population Affected	Healthcare Access (%)	Doctors per 1000	Hospital Beds per 1000	Treatment Type	Average Treatment Cost (USD)	Availability of Vaccines/Treatment	Recovery Rate (%)	DALYs	Improvement in 5 Years (%)	Per Capita Income (USD)	Education Index	Urbanization Rate (%)
0	Italy	2013	Malaria	Respiratory	0.95	1.55	8.42	0-18	Male	471007	57.74	3.34	7.58	Medication	21064	No	91.82	4493	2.16	16886	0.79	86.02
1	France	2002	Ebola	Parasitic	12.46	8.63	8.75	61+	Male	634318	89.21	1.33	5.11	Surgery	47851	Yes	76.65	2366	4.82	80639	0.74	45.52
2	Turkey	2015	COVID-19	Genetic	0.91	2.35	6.22	36-60	Male	154878	56.41	4.07	3.49	Vaccination	27834	Yes	98.55	41	5.81	12245	0.41	40.20
3	Indonesia	2011	Parkinson's Disease	Autoimmune	4.68	6.29	3.99	0-18	Other	446224	85.20	3.18	8.44	Surgery	144	Yes	67.35	3201	2.22	49336	0.49	58.47
4	Italy	2013	Tuberculosis	Genetic	0.83	13.59	7.01	61+	Male	472908	67.00	4.61	5.90	Medication	8908	Yes	50.06	2832	6.93	47701	0.50	48.14
5	Saudi Arabia	2011	Dengue	Bacterial	10.99	6.49	4.64	61+	Female	479234	98.41	3.50	0.62	Therapy	42671	Yes	93.17	416	9.83	29597	0.46	56.50
6	USA	2013	Malaria	Cardiovascular	18.42	6.33	9.33	61+	Female	289931	90.03	3.16	3.31	Surgery	15579	No	92.80	4535	0.89	60027	0.70	20.48
7	Nigeria	2007	Tuberculosis	Neurological	3.48	5.71	1.21	0-18	Female	393296	75.60	0.54	3.54	Medication	15744	Yes	65.45	4584	9.81	23222	0.46	66.49
8	Italy	2000	Rabies	Chronic	15.59	4.74	6.38	19-35	Female	253110	87.87	4.56	5.84	Therapy	7669	Yes	59.23	2253	9.92	30849	0.55	41.27
9	Australia	2006	Cholera	Chronic	10.12	2.08	6.00	61+	Male	174143	95.90	4.63	6.01	Medication	9468	Yes	93.21	4694	2.96	68856	0.90	83.30

	Country	Year	Disease Name	Disease Category	Prevalence Rate (%)	Incidence Rate (%)	Mortality Rate (%)	Age Group	Gender	Population Affected	Healthcare Access (%)	Doctors per 1000	Hospital Beds per 1000	Treatment Type	Average Treatment Cost (USD)	Availability of Vaccines/Treatment	Recovery Rate (%)	DALYs	Improvement in 5 Years (%)	Per Capita Income (USD)	Education Index	Urbanization Rate (%)
999990	Brazil	2014	Rabies	Parasitic	5.64	3.90	1.08	36-60	Male	609775	95.32	1.24	7.57	Vaccination	38124	No	87.69	1037	1.87	16936	0.82	68.51
999991	India	2005	HIV/AIDS	Bacterial	6.09	13.68	2.91	61+	Male	73923	78.90	3.04	1.83	Therapy	14718	Yes	87.46	3262	3.37	41668	0.58	46.53
999992	UK	2009	Ebola	Chronic	15.62	10.85	3.79	61+	Female	747833	55.91	4.01	5.66	Surgery	42983	Yes	81.06	3549	3.91	8632	0.48	28.04
999993	Nigeria	2006	Zika	Metabolic	16.10	12.34	8.94	61+	Other	124723	99.60	0.50	1.89	Medication	21911	No	89.66	1151	1.57	77038	0.81	87.64
999994	Turkey	2024	Ebola	Autoimmune	6.45	4.06	3.46	61+	Male	380714	56.82	0.68	4.83	Medication	34450	No	53.59	1417	6.30	60189	0.57	63.74
999995	Saudi Arabia	2021	Parkinson's Disease	Infectious	4.56	4.83	9.65	0-18	Female	119332	88.78	1.98	4.23	Vaccination	4528	Yes	92.11	1024	3.88	29335	0.75	27.94
999996	Saudi Arabia	2013	Malaria	Respiratory	0.26	1.76	0.56	0-18	Female	354927	82.24	1.28	6.34	Surgery	20686	No	84.47	202	7.95	30752	0.47	77.66
999997	USA	2016	Zika	Respiratory	13.44	14.13	1.91	19-35	Other	807915	71.46	4.18	8.11	Therapy	18807	No	86.81	3338	7.31	62897	0.72	46.90
999998	Nigeria	2020	Asthma	Chronic	1.96	14.56	4.98	61+	Female	385896	57.10	2.61	6.91	Medication	21033	Yes	62.15	4806	3.82	98189	0.51	34.73
999999	Indonesia	2004	Asthma	Neurological	15.58	9.84	0.51	36-60	Other	632775	77.57	2.10	6.79	Therapy	505	Yes	77.23	3241	1.11	79640	0.42	78.51

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Interactions

Correlations

Missing values